The MapScaping Podcast - GIS, Geospatial, Remote Sensing, earth observation and digital geography cover image

Machine learning and object detection for the rest of us

The MapScaping Podcast - GIS, Geospatial, Remote Sensing, earth observation and digital geography

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How to Speed Up the Process of Detection

We have something called detection areas which is a way to constrain the detector to only look into basically polygon again that you give to the detector. For example if you're let's say you want to detect solar panels on buildings typically what you would do is you would use the building footprint as the detection area and so the detector will only look for solar panel that are within a building footprint. We also have some caching like if you retrain the detector on the WMS we are not going to refetch the whole thing again but that will fetch it from our local cache. It's going to be much faster complexity of detecting on the W MS is completely hidden so just click a run button

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